Metric

Value

Best Hyperparameters

n_estimators: 100, min_samples_split: 2, min_samples_leaf: 2, max_depth: None, bootstrap: False

Test Accuracy

99.15%

Confusion Matrix

TP: 4599, FP: 51, FN: 25, TN: 4305

Classification Report

Precision: 99%, Recall: 99%, F1-Score: 99%

Feature Importance

Majority contributing negligible influence

Execution Time

CPU: 21 min 51 s, Wall: 25 min 31 s